rknn-toolkit & rknn-api for Toybrick

jefferyzhang 发表于 2021-3-17 15:19
drv和api版本要匹配，drv是1.6了么？toybrick的1808 1.6 DRV 还没正式发布

D RKNNAPI: ==============================================
D RKNNAPI: RKNN VERSION:
D RKNNAPI:   API: 1.6.0 (79320de build: 2020-12-29 10:56:36)
D RKNNAPI:   DRV: 1.3.0 (c4f8c23 build: 2019-11-25 10:39:29)
D RKNNAPI: ==============================================
yolo3的例子可以运行。但yolo4的就不行

zhaohuimima 发表于 2021-3-17 16:32
D RKNNAPI: ==============================================
D RKNNAPI: RKNN VERSION:
D RKNNAPI:   AP ...

DRV: 1.3.0 不匹配

我烧了最新的固件TB-RK1808M0--image_V2.1，可以运行yolov5
D RKNNAPI: ==============================================
D RKNNAPI: RKNN VERSION:
D RKNNAPI:   API: 1.4.0 (bbe0dfc build: 2020-09-14 14:06:05)
D RKNNAPI:   DRV: 1.5.0 (83d70a9 build: 2020-09-30 16:25:49)
D RKNNAPI: ==============================================
rknn_init successed!

对build时dataset.txt设置的疑惑。如果do_quantization=True,dataset.txt里面为空，则模型并不能正确分类，如果do_quantization=True,dataset.txt里面为推理图片，则推理有的图片正确有的图片错误。请问dataset.txt的设置有什么要求，是训练时的train\test\validate还是推理图片？如果是推理图片，就成了鸡蛋悖论了。

请问1808计算棒如何升级驱动？
教程在哪里？

Hello!
I receive my toybrick board today, TB-RK3399ProD_33101_V1.2. Interested it was already flash on Debian 10, from box. And already with 1.6 RKNN API.
I want on this run YOLO5, and i get same problem like with ASUS:
it is after

1. adb shell

复制代码, i trying to run direcly on NPU:

1. /userdata/rknn_yolov5_demo # ./run_rk180x.sh
   
2. Read model/test2.jpg ...
   
3. img width = 1280, img height = 720
   
4. Loading mode...
   
5. failed to open /dev/dri/card0
   
6. sdk version: librknn_runtime version 1.6.0 (096015c build: 2021-01-12 15:25:30 base: 1126) driver version: 6.4.3.5.293908
   
7. model input num: 1, output num: 3
   
8. index=0 name=images_165 n_dims=4 dims=[1 3 640 640] n_elems=1228800 size=1228800 fmt=0 type=3 qnt_type=2 fl=0 zp=0 scale=0.003922
   
9. index=0 name=Conv_Conv_159/out0_0 n_dims=4 dims=[1 255 80 80] n_elems=1632000 size=1632000 fmt=0 type=3 qnt_type=2 fl=-69 zp=187 scale=0.127843
   
10. index=1 name=Conv_Conv_160/out0_1 n_dims=4 dims=[1 255 40 40] n_elems=408000 size=408000 fmt=0 type=3 qnt_type=2 fl=-74 zp=182 scale=0.113217
    
11. index=2 name=Conv_Conv_161/out0_2 n_dims=4 dims=[1 255 20 20] n_elems=102000 size=102000 fmt=0 type=3 qnt_type=2 fl=-84 zp=172 scale=0.103272
    
12. model is NCHW input fmt
    
13. model input height=640, width=640, channel=3
    
14. failed to open /dev/dri/card0
    
15. ./run_rk180x.sh: line 4:   202 Segmentation fault      ./rknn_yolov5_demo model/${chip_dir}/yolov5s_relu_rk180x_out_opt.rknn model/test2.jpg
    
16. /userdata/rknn_yolov5_demo #

复制代码

1. /userdata/rknn_yolov5_demo # ./run_rv1109_rv1126.sh
   
2. Read model/test2.jpg ...
   
3. img width = 1280, img height = 720
   
4. Loading mode...
   
5. failed to open /dev/dri/card0
   
6. Create RKNN model fail, error=-13
   
7. rknn_init error ret=-13
   

复制代码

So similar NPU have not /dev/dri/card0, it have only CPU... While i don't recive Toybrick stick, after several days should recive it...
What i do wrong? /dev/dri/ should be on RK3399Pro NPU?

SSD Demo working, but in any case write about /dev/dri/card0 is not here.

And if just llok code, at all nothing ctitical with libdrm, it use https://github.com/rockchip-linux/linux-rga for resize/convert format image, and for this open DRM...
But why it has not here?

Github中的https://github.com/rockchip-linux/rknn-toolkit有什么用? 我如何使用该repo更新? repo的doc中说替换external/rknpu目录, 但我并没有找到该目录啊(刷的debian10).

Hello! i recive Toybrick USB yesterday.
I cant find `rga_ctx->rga_handle = dlopen("/usr/lib/librga.so", RTLD_LAZY);` i can found `/usr/lib64/librockchip_rga.so` but here has not `c_RkRgaInit`
i ofcose can find https://github.com/rockchip-linux/linux-rga but really not think, that i should build from sources... And USB stick use Fedora? Debian only in PCIe?

UPD:
I build rga from sources... but, i modify CMakeLists.txt and append here /core/RgaApi.cpp, and now it found functions, like c_RkRgaInit and start working...

zhaohuimima 发表于 2021-3-30 12:46
请问1808计算棒如何升级驱动？
教程在哪里？

參考固件在线升级

jefferyzhang 发表于 2021-3-17 15:19
drv和api版本要匹配，drv是1.6了么？toybrick的1808 1.6 DRV 还没正式发布

請問版主，toybrick的1808 1.6 DRV 发布了么？